NumPy Clip: Limit Array Values

The clip function in numpy is used to limit the values in an array within a specified range. It takes three parameters: the array, minimum value, and maximum value. The clip function replaces values in the array that are less than the minimum value with the minimum value, and values greater than the maximum value with the maximum value, while leaving values within the specified range unchanged. This allows for restricting outlier values or values beyond a certain range in the array, ensuring that the values fall within the specified range.